---
title: LM Studio
slug: /bundles-lmstudio
---

import Icon from "@site/src/components/icon";
import PartialParams from '@site/docs/_partial-hidden-params.mdx';

<Icon name="Blocks" aria-hidden="true" /> [**Bundles**](/components-bundle-components) contain custom components that support specific third-party integrations with Langflow.

The components in the **LM Studio** bundle let you use models from a local or hosted instance of LM Studio.
Components can require authentication with an LM Studio API key. For information about LM Studio models, connections, and credentials, see the [LM Studio documentation](https://lmstudio.ai/docs).

## LM Studio text generation

The **LM Studio** component generates text using LM Studio's local language models.

It can output either a **Model Response** ([`Message`](/data-types#message)) or a **Language Model** ([`LanguageModel`](/data-types#languagemodel)).

Use the **Language Model** output when you want to use an LM Studio model as the LLM for another LLM-driven component, such as an **Agent** or **Smart Function** component.

For more information, see [Language model components](/components-models).

### LM Studio text generation parameters

<PartialParams />

| Name | Type | Description |
|------|------|-------------|
| base_url | String | Input parameter. The URL where LM Studio is running. Default: `"http://localhost:1234"`. |
| api_key | LM Studio API Key | Input parameter. The API key for authentication with LM Studio, if required. |
| max_tokens | Integer | Input parameter. Maximum number of tokens to generate in the response. Default: `512`. |
| temperature | Float | Input parameter. Controls randomness in the output. Range: `[0.0, 2.0]`. Default: `0.7`. |
| top_p | Float | Input parameter. Controls diversity with nucleus sampling. Range: `[0.0, 1.0]`. Default: `1.0`. |
| stop | List[String] | Input parameter. List of strings that stop generation when encountered. |
| stream | Boolean | Input parameter. Whether to stream the response. Default: `false`. |
| presence_penalty | Float | Input parameter. Penalizes repeated tokens. Range: `[-2.0, 2.0]`. Default: `0.0`. |
| frequency_penalty | Float | Input parameter. Penalizes frequent tokens. Range: `[-2.0, 2.0]`. Default: `0.0`. |

## LM Studio Embeddings

The **LM Studio Embeddings** component generates embeddings using LM Studio models.

For more information about using embedding model components in flows, see [Embedding model components](/components-embedding-models).

### LM Studio Embeddings parameters

<PartialParams />

| Name | Display Name | Info |
|------|--------------|------|
| model | Model | Input parameter. The LM Studio model to use for generating embeddings. |
| base_url | LM Studio Base URL | Input parameter. The base URL for the LM Studio API. |
| api_key | LM Studio API Key | Input parameter. The API key for authentication with LM Studio. |
| temperature | Model Temperature | Input parameter. The temperature setting for the model. |